ArticleSchizophrenia bulletin2022
Racial and Ethnic Biases in Computational Approaches to Psychopathology.
Article in Schizophrenia bulletin, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Voice Patterns as Markers of Schizophrenia: Building a Cumulative Generalizable Approach Via a Cross-Linguistic and Meta-analysis Based Investigation.Schizophrenia bulletin · 2023Pooled it
- Humanizing "multimodal" digital phenotyping of serious mental illness.Journal of psychopathology and clinical science · 2026Article
- Identifying prospective temperament predictors of callous-unemotional traits using machine learning.European child & adolescent psychiatry · 2026Article
- The language of paranoia: linguistic analysis of SMI speech with considerations of race and sex.Journal of mental health (Abingdon, England) · 2025Article
- Machine learning applications in studying mental health among immigrants and racial and ethnic minorities: an exploratory scoping review.BMC medical informatics and decision making · 2024Article
- Self-concept and Narrative Identity in Youth at Clinical High Risk for Psychosis.Schizophrenia bulletin · 2024Article
- Emotional tone in clinical high risk for psychosis: novel insights from a natural language analysis approach.Frontiers in psychiatry · 2024Article
- Rationale and Challenges for a New Instrument for Remote Measurement of Negative Symptoms.Schizophrenia bulletin open · 2024Review
- Speech characteristics yield important clues about motor function: Speech variability in individuals at clinical high-risk for psychosis.Schizophrenia (Heidelberg, Germany) · 2023Article
- Clues from caregiver emotional language usage highlight the link between putative social environment and the psychosis-risk syndrome.Schizophrenia research · 2023Article
- Expectations for Artificial Intelligence (AI) in Psychiatry.Current psychiatry reports · 2022Review
- Ethical Implications of the Use of Language Analysis Technologies for the Diagnosis and Prediction of Psychiatric Disorders.JMIR mental health · 2022Article
- What's That Noise? Interpreting Algorithmic Interpretation of Human Speech as a Legal and Ethical Challenge.Schizophrenia bulletin · 2022Article
- Natural Language Processing and Psychosis: On the Need for Comprehensive Psychometric Evaluation.Schizophrenia bulletin · 2022Article
- Improving the Applicability of AI for Psychiatric Applications through Human-in-the-loop Methodologies.Schizophrenia bulletin · 2022Article
- Computerized analysis of facial expressions in serious mental illness.Schizophrenia research · 2022Article
- Facial Expression and Predicting and Monitoring Response to Depression Treatment: A Systematic Review.Digital biomarkersReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.